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glacierscopessegmentation/
glacier_segmentation_transformer

Name: glacier_segmentation_transformer
Availability: InStock

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glacier_segmentation_transformer

This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0488
Mean Iou: 0.9289
Mean Accuracy: 0.9613
Overall Accuracy: 0.9689
Per Category Iou: [0.9484225100312303, 0.875795429449281, 0.9626254685949275]
Per Category Accuracy: [0.9725549195530643, 0.9263729934338871, 0.9850380570292713]

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Per Category Iou	Per Category Accuracy
0.1259	1.0	1405	0.0488	0.9289	0.9613	0.9689	[0.9484225100312303, 0.875795429449281, 0.9626254685949275]	[0.9725549195530643, 0.9263729934338871, 0.9850380570292713]